| Presentation | 2018-11-16 Development of System to Analyze Advanced Attacks Using Self-Organizing Map Akifumi Iwasa, Hikohmi Suzuki, Tetsuya Ui, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, the importance of the Internet is increasing. However, DoS / DDoS attacks is increasing. It is difficult to detect. So, we analyze the network traffic log as a way to defend. We visualized the network traffic log by Self-Organizing Maps (SOM). In this paper, we describe about detection of suspicious traffic and development of system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | security / DoS/DDoS / traffic log / Self-Organizing Maps (SOM) |
| Paper # | NS2018-140 |
| Date of Issue | 2018-11-08 (NS) |
| Conference Information | |
| Committee | CQ / ICM / NS |
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| Conference Date | 2018/11/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takanori Hayashi(Hiroshima Inst. of Tech.) / Kiyohito Yoshihara(KDDI Research) / Yoshikatsu Okazaki(NTT) |
| Vice Chair | Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) / Yoichi Yamashita(NTT-N) / Takumi Miyoshi(Shibaura Inst. of Tech.) / Akihiro Nakao(Univ. of Tokyo) |
| Secretary | Hideyuki Shimonishi(NTT) / Jun Okamoto(Nippon Inst. of Tech.) / Yoichi Yamashita(KDDI Research) / Takumi Miyoshi(NTT) / Akihiro Nakao(NTT) |
| Assistant | Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Ryo Yamamoto(UEC) / Yunchen Zhu(Hitachi) / Kenichi Kashibuchi(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality / Technical Committee on Information and Communication Management / Technical Committee on Network Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of System to Analyze Advanced Attacks Using Self-Organizing Map |
| Sub Title (in English) | |
| Keyword(1) | security |
| Keyword(2) | DoS/DDoS |
| Keyword(3) | traffic log |
| Keyword(4) | Self-Organizing Maps (SOM) |
| 1st Author's Name | Akifumi Iwasa |
| 1st Author's Affiliation | Shinshu University(Shinshu Univ.) |
| 2nd Author's Name | Hikohmi Suzuki |
| 2nd Author's Affiliation | Shinshu University(Shinshu Univ.) |
| 3rd Author's Name | Tetsuya Ui |
| 3rd Author's Affiliation | NEC Corporation(NEC) |
| Date | 2018-11-16 |
| Paper # | NS2018-140 |
| Volume (vol) | vol.118 |
| Number (no) | NS-301 |
| Page | pp.pp.57-61(NS), |
| #Pages | 5 |
| Date of Issue | 2018-11-08 (NS) |